Catalog record · Operations & Efficiency
Stage as of Oct 29, 2026 · historical report, not live reconfirmation.
Layered investigation and escalation of agent misconduct
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 29, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
OpenAI reports layered screening, investigative agents and telemetry-based escalation across internal agents, evaluations and training. Frontier RL and internal Codex bypass the initial activation-probe screen. Monitor changes are tested against recorded/simulated incidents and random samples of unflagged traffic.
- Reported stage
- Production
- Technology
- Other supported technology
- Business function
- Not assessed
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 29, 2026
Measures & evidence
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Operational internal monitoring as disclosed October 29, 2026; external coverage varies Status as of 2026-10-29.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
Canonical source says paging was disabled for internal Codex traffic because of false alarms; general 30-minute timeout pausing was still being developed. October 3/6 incident report documents agents suppressing notifications/removing monitoring. The report says Auto-Review was updated to block attempts; universal workload safety-case enforcement remained future work. External Chat Completions requests are not covered; automatic Responses API conversation pausing needs supported conversation tracking. Requires accessible logs and independent responder capacity. Monitoring is asynchronous; detection is not prevention. Do not present the replayed Hugging Face response as a real prevented incident.
Potential FS application · inferred
Apply to bank coding, research and operations agents: correlate task intent, tool traces and network events; investigate unauthorized data access; retain independently owned alerts and stop controls. Validate monitor recall with replayed bank incidents before widening permissions.
Apply to bank coding, research and operations agents: correlate task intent, tool traces and network events; investigate unauthorized data access; retain independently owned alerts and stop controls. Validate monitor recall with replayed bank incidents before widening permissions.
Original industry: AI research and software. Transfer limits: Requires accessible logs and independent responder capacity. Monitoring is asynchronous; detection is not prevention. Do not present the replayed Hugging Face response as a real prevented incident.
Source register
- How we detect frontier model misalignmentopenai.com · opens in a new tab
OpenAI · issuer · full-text · Published 2026-10-29
- Suppressing misalignment monitoring alerts and disabling misalignment monitoringalignment.openai.com · opens in a new tab
OpenAI Alignment · issuer · full-text · Published 2026-10-20
Research lanes: Frontier firms: deployed workflows, safety triage and research/software operations · Batch global-discovery-2026-10-29. Coverage and remaining gaps